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ORCIDHyesung Kim
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2020 – today
- 2023
[j9]Hyesung Kim, Walter Featherstone, Sangsoo Jeong, Jicheol Lee, Basavaraj Jayawant Pattan, Suresh Chitturi, Daegyun Kim, Jin-Kyu Han:
Mobile Edge Computing Enabler Layer: Edge-native APPLICATION Architecture For Mobile Networks. IEEE Commun. Stand. Mag. 7(4): 50-59 (2023)- 2022
- [j8]Keonil Kim, Jisoo Ahn, Kwangyong Yoon, Minjung Ko, Jiyoung Ahn, Hyesung Kim, Jihyeon Park, Chulhyun Lee, Dongwoo Chang, Sukhoon Oh
:
In Vivo Magnetic Resonance Thermometry for Brain and Body Temperature Variations in Canines under General Anesthesia. Sensors 22(11): 4034 (2022) - 2021
- [j7]Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. IEEE Intell. Syst. 36(5): 80-87 (2021) - [i12]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game-Theoretic Edge Caching. CoRR abs/2101.00341 (2021) - 2020
- [j6]Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. IEEE Intell. Syst. 35(4): 94-101 (2020) - [j5]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Blockchained On-Device Federated Learning. IEEE Commun. Lett. 24(6): 1279-1283 (2020) - [j4]Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. IEEE Commun. Lett. 24(10): 2211-2215 (2020) - [j3]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. IEEE Trans. Veh. Technol. 69(1): 935-947 (2020) - [i11]Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. CoRR abs/2005.06105 (2020) - [i10]Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. CoRR abs/2006.09801 (2020)
2010 – 2019
- 2019
- [i9]Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR abs/1907.06426 (2019) - [i8]Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis:
Federated Reinforcement Distillation with Proxy Experience Memory. CoRR abs/1907.06536 (2019) - [i7]Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis:
Distilling On-Device Intelligence at the Network Edge. CoRR abs/1908.05895 (2019) - 2018
- [j2]Minho Kim, Seung-Woo Ko, Hyesung Kim, Seunghwan Kim, Seong-Lyun Kim:
Exploiting Caching for Millimeter-Wave TCP Networks: Gain Analysis and Practical Design. IEEE Access 6: 69769-69781 (2018) - [c5]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. SPAWC 2018: 1-5 - [c4]Seungeun Oh, Hyesung Kim, Seong-Lyun Kim:
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications. VNC 2018: 1-2 - [i6]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. CoRR abs/1801.07367 (2018) - [i5]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. CoRR abs/1803.03285 (2018) - [i4]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
On-Device Federated Learning via Blockchain and its Latency Analysis. CoRR abs/1808.03949 (2018) - [i3]Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. CoRR abs/1811.11479 (2018) - 2017
- [c3]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Ultra-dense edge caching under spatio-temporal demand and network dynamics. ICC 2017: 1-7 - [c2]Joonsoo Kim, Hyesung Kim, Seong-Lyun Kim:
Poster: Millimeter wave V2V communications with inaccurate location information. VNC 2017: 35-36 - [c1]Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim:
Cognitive Random Access for Internet-of-Things Networks. VTC Spring 2017: 1-5 - [i2]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics. CoRR abs/1703.01038 (2017) - 2016
- [i1]Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim:
Cognitive Random Access for Internet-of-Things Networks. CoRR abs/1609.08497 (2016) - 2015
- [j1]Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim:
Network Utility Maximization With Asymmetric User Satisfaction. IEEE Commun. Lett. 19(7): 1205-1208 (2015)
Coauthor Index
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